Discrete Inverse and State Estimation Problems 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Wunsch, Carl I. 作者

Cambridge Univ Pr

译者

2006-6 出版日期

384 页数

$ 240.69 价格

HRD

丛书系列

9780521854245 图书编码

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Discrete Inverse and State Estimation Problems 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Discrete Inverse and State Estimation Problems 在线电子书图书描述

The problems of making inferences about the natural world from noisy observations and imperfect theories occur in almost all scientific disciplines. This 2006 book addresses these problems using examples taken from geophysical fluid dynamics. It focuses on discrete formulations, both static and time-varying, known variously as inverse, state estimation or data assimilation problems. Starting with fundamental algebraic and statistical ideas, the book guides the reader through a range of inference tools including the singular value decomposition, Gauss-Markov and minimum variance estimates, Kalman filters and related smoothers, and adjoint (Lagrange multiplier) methods. The final chapters discuss a variety of practical applications to geophysical flow problems. Discrete Inverse and State Estimation Problems is an ideal introduction to the topic for graduate students and researchers in oceanography, meteorology, climate dynamics, and geophysical fluid dynamics. It is also accessible to a wider scientific audience; the only prerequisite is an understanding of linear algebra.

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